## Advanced Reasoning Prompt Framework

### Business Analysis Chain-of-Thought
**Systematic Strategic Analysis:** Complex business reasoning with structured logical progression and evidence-based conclusions
"Analyze [Business Challenge] using systematic chain-of-thought reasoning:

Step 1 - Situation Assessment:
- Current state analysis with comprehensive business environment evaluation
- Stakeholder identification with influence mapping and interest analysis
- Resource assessment with capability evaluation and constraint identification
- Market context with competitive landscape and trend analysis

Step 2 - Problem Decomposition:
- Root cause analysis with systematic issue identification and relationship mapping
- Priority assessment with impact evaluation and urgency determination
- Scope definition with boundary establishment and solution parameter identification
- Success criteria with measurable outcome definition and validation methodology

Step 3 - Solution Development:
- Option generation with creative alternative development and feasibility assessment
- Evaluation criteria with systematic comparison framework and decision methodology
- Risk analysis with potential issue identification and mitigation strategy development
- Implementation planning with systematic execution roadmap and resource allocation

Step 4 - Decision Reasoning:
- Evidence synthesis with systematic data integration and logical conclusion development
- Trade-off analysis with systematic benefit-cost evaluation and optimization
- Stakeholder impact with systematic influence assessment and communication planning
- Strategic alignment with organizational objective integration and value optimization

Conclusion: Provide clear recommendation with supporting rationale and implementation guidance."

### Financial Modeling Chain-of-Thought
**Systematic Financial Analysis:** Complex financial reasoning with structured calculation chains and assumption validation
"Conduct financial analysis for [Investment/Project]

## Example-Based Optimization Strategy

### Business Communication Few-Shot
**Professional Communication Patterns:** Strategic examples for systematic business communication optimization and professional standards
"Generate professional business email using these examples:

Example 1 - Client Update:
Subject: Q3 Performance Review - [Client Name]
Dear [Client],
I wanted to share our Q3 results showing 23% efficiency improvement through the optimization initiatives we implemented. The cost savings of $150K exceeded our initial projections by 15%.
Key achievements include:
- Process automation reducing manual effort by 40%
- Quality improvements with 95% accuracy rates
- Team productivity gains of 25%
Next steps include expanding these improvements to additional departments and planning Q4 enhancement initiatives.
Best regards, [Name]

Example 2 - Partnership Proposal:
Subject: Strategic Partnership Opportunity - [Company]
Dear [Partner],
Based on our recent discussion about market expansion, I believe there's significant opportunity for collaboration that could benefit both organizations.
Proposed partnership benefits:
- Combined market reach of 500K+ customers
- Complementary service offerings creating comprehensive solutions
- Shared resources reducing individual investment by 30%
I'd welcome the opportunity to discuss this proposal in detail and explore how we can create mutual value.
Best regards, [Name]